Pith Number

pith:ALI66QIW

pith:2025:ALI66QIW6F2CN74N4CFB2R66B5

not attested not anchored not stored refs pending

Systematic Characterization of LLM Quantization: A Performance, Energy, and Quality Perspective

Tianyao Shi, Yi Ding

arxiv:2508.16712 v1 · 2025-08-22 · cs.PF · cs.AI · cs.AR · cs.DC · cs.LG

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ALI66QIW6F2CN74N4CFB2R66B5}

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Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

4 papers in Pith

From Tokens to Energy Flexibility: Quantization-Enabled Demand Response for Data Centers with LLM Inference Workloads

From Tokens to Layers: Redefining Stall-Free Scheduling for MoE Serving with Layered Prefill

Cloud to Edge: Benchmarking LLM Inference On Hardware-Accelerated Single-Board Computers

Are Large Language Models Economically Viable for Industry Deployment?

Receipt and verification

First computed	2026-07-05T11:58:02.280925Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

02d1ef4116f17426ff8de08a1d47de0f6b6d9529126e170373fcca95d89ad839

Aliases

arxiv: 2508.16712 · arxiv_version: 2508.16712v1 · doi: 10.48550/arxiv.2508.16712 · pith_short_12: ALI66QIW6F2C · pith_short_16: ALI66QIW6F2CN74N · pith_short_8: ALI66QIW

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/ALI66QIW6F2CN74N4CFB2R66B5 \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 02d1ef4116f17426ff8de08a1d47de0f6b6d9529126e170373fcca95d89ad839

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "24b9118542efd7c1a1b070d528f7e7e5624fe466c02fefe5f1ee287b6e4757c0",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.AR",
      "cs.DC",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.PF",
    "submitted_at": "2025-08-22T14:59:23Z",
    "title_canon_sha256": "233312284df8747761b17b55291895a88bddc81dcdae5a2f49a3cbe81c7a35ec"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.16712",
    "kind": "arxiv",
    "version": 1
  }
}